Yusi Fan

20 papers A 1Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepSelective: Interpretable prognosis prediction via feature selection and compression in EHR data.
Pattern Recognit.
Ruochi Zhang, Qian Yang, Xiaoyang Wang, Tian Wang, Qiong Zhou, Ziqi Deng, Kewei Li, Yueying Wang, Yusi Fan, Jiale Zhang, Lan Huang, Chang Liu, Fengfeng Zhou
2026 J jnl
MedGAITS: a graph autoencoder network for modeling irregular time series data in electronic medical records.
Health Inf. Sci. Syst.
Yueying Wang, Shan Jiang, Chuyue Wang, Zeyu Wan, Yusi Fan, Kewei Li, Lan Huang, Fengfeng Zhou
2025 J jnl
DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction.
CoRR
Ruochi Zhang, Qian Yang, Xiaoyang Wang, Haoran Wu, Qiong Zhou, Yu Wang, Kewei Li, Yueying Wang, Yusi Fan, Jiale Zhang, Lan Huang, Chang Liu, Fengfeng Zhou
2025 J jnl
GraCEImpute: A novel graph clustering autoencoder approach for imputation of single-cell RNA-seq data.
Comput. Biol. Medicine
Yueying Wang, Kewei Li, Ruochi Zhang, Yusi Fan, Lan Huang, Fengfeng Zhou
2025 J jnl
GrifFinNet: A Graph-Relation Integrated Transformer for Financial Predictions.
CoRR
Chenlanhui Dai, Wenyan Wang, Yusi Fan, Yueying Wang, Lan Huang, Kewei Li, Fengfeng Zhou
2025 J jnl
HeFS: Helper-Enhanced Feature Selection via Pareto-Optimized Genetic Search.
CoRR
Yusi Fan, Tian Wang, Zhiying Yan, Chang Liu, Qiong Zhou, Qi Lu, Zhehao Guo, Ziqi Deng, Wenyu Zhu, Ruochi Zhang, Fengfeng Zhou
2025 J jnl
MolProphecy: Bridging Medicinal Chemists' Knowledge and Molecular Pre-Trained Models via a Multi-Modal Framework.
CoRR
Jianping Zhao, Qiong Zhou, Tian Wang, Yusi Fan, Qian Yang, Li Jiao, Chang Liu, Zhehao Guo, Qi Lu, Fengfeng Zhou, Ruochi Zhang
2025 A conf
PACR: Point-Axis Constraint Reasoning for Enhanced Robotic Manipulation with Dexterity and Compliance.
IROS
Haowen Xiong, Yao Mu, Zhuang Liu, Yusi Fan, Yi Huang, Jianxing Liu
2025 J jnl
SeqFReD: A reinforcement-learning framework for sequence feature representation and dimension reduction.
Knowl. Based Syst.
Xuechen Mu, Zhenyu Huang, Kewei Li, Haotian Zhang, Xiuli Wang, Yusi Fan, Kai Zhang, Fengfeng Zhou
2025 J jnl
TaiChiNet: PCA-based Ying-Yang dilution of inter- and intra-BERT layers to represent anti-coronavirus peptides.
Expert Syst. Appl.
Kewei Li, Shiying Ding, Zhe Guo, Yusi Fan, Hongmei Liu, Yannan Sun, Gongyou Zhang, Ruochi Zhang, Lan Huang, Fengfeng Zhou
2024 J jnl
AMPCliff: quantitative definition and benchmarking of activity cliffs in antimicrobial peptides.
CoRR
Kewei Li, Yuqian Wu, Yutong Guo, Yinheng Li, Yusi Fan, Ruochi Zhang, Lan Huang, Fengfeng Zhou
2024 J jnl
FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records.
Inf. Process. Manag.
Yan Wang, Ruochi Zhang, Qian Yang, Qiong Zhou, Shengde Zhang, Yusi Fan, Lan Huang, Kewei Li, Fengfeng Zhou
2024 J jnl
TemporalPaD: a reinforcement-learning framework for temporal feature representation and dimension reduction.
CoRR
Xuechen Mu, Zhenyu Huang, Kewei Li, Haotian Zhang, Xiuli Wang, Yusi Fan, Kai Zhang, Fengfeng Zhou
2023 J jnl
GSRNet, an adversarial training-based deep framework with multi-scale CNN and BiGRU for predicting genomic signals and regions.
Expert Syst. Appl.
Gancheng Zhu, Yusi Fan, Fei Li, Annebella Tsz Ho Choi, Zhikang Tan, Yiruo Cheng, Kewei Li, Siyang Wang, Changfan Luo, Hongmei Liu, Gongyou Zhang, Zhaomin Yao, Yaqi Zhang, Lan Huang, Fengfeng Zhou
2023 J jnl
Gender-specific dysregulations of nondifferentially expressed biomarkers of metastatic colon cancer.
Comput. Biol. Chem.
Meiyu Duan, Yaqing Liu, Dong Zhao, Haijun Li, Gongyou Zhang, Hongmei Liu, Yueying Wang, Yusi Fan, Lan Huang, Fengfeng Zhou
2023 J jnl
OCMR: A comprehensive framework for optical chemical molecular recognition.
Comput. Biol. Medicine
Yan Wang, Ruochi Zhang, Shengde Zhang, Liming Guo, Qiong Zhou, Bowen Zhao, Xiaotong Mo, Qian Yang, Yajuan Huang, Kewei Li, Yusi Fan, Lan Huang, Fengfeng Zhou
2022 J jnl
Pan-cancer identification of the relationship of metabolism-related differentially expressed transcription regulation with non-differentially expressed target genes via a gated recurrent unit network.
Comput. Biol. Medicine
Meiyu Duan, Yueying Wang, Ya Qiao, Yangyang Wang, Xingyuan Pan, Zhuyu Hu, Yanyue Ran, Xian Fu, Yusi Fan, Lan Huang, Fengfeng Zhou
2022 J jnl
Transforming OMIC features for classification using siamese convolutional networks.
J. Bioinform. Comput. Biol.
Qian Wang, Meiyu Duan, Yusi Fan, Shuai Liu, Yanjiao Ren, Lan Huang, Fengfeng Zhou
2021 J jnl
Computational pan-cancer characterization of model-based quantitative transcription regulations dysregulated in regional lymph node metastasis.
Comput. Biol. Medicine
Meiyu Duan, Lei Zhang, Yueying Wang, Yusi Fan, Shuai Liu, Qiong Yu, Lan Huang, Fengfeng Zhou
2021 J jnl
RIFS2D: A two-dimensional version of a randomly restarted incremental feature selection algorithm with an application for detecting low-ranked biomarkers.
Comput. Biol. Medicine
Sida Gao, Puli Wang, Yuming Feng, Xuchen Xie, Meiyu Duan, Yusi Fan, Shuai Liu, Lan Huang, Fengfeng Zhou